Consider a perceptron that has two real- valued inputs and an output unit that uses a Sigmoid function as its output function. All the initial weights and the output unit's threshold equal 0.2 Assume that the output should be 0 for the input in1 = 2 and .in2 = 5 Let (the learning rate) be 0.5 %D Show the value of the all weights and the .output after 2 iteration the new weights the output is

Microeconomic Theory
12th Edition
ISBN:9781337517942
Author:NICHOLSON
Publisher:NICHOLSON
Chapter2: Mathematics For Microeconomics
Section: Chapter Questions
Problem 2.16P
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Consider a perceptron that has two real-
valued inputs and an output unit that uses
a Sigmoid function as its output function.
All the initial weights and the output unit's
threshold equal 0.2 Assume that the
output should be 0 for the input in1 = 2 and
.in2 = 5 Let (the learning rate) be 0.5
Show the value of the all weights and the
.output after 2 iteration
the new weights
the output is
Transcribed Image Text:Consider a perceptron that has two real- valued inputs and an output unit that uses a Sigmoid function as its output function. All the initial weights and the output unit's threshold equal 0.2 Assume that the output should be 0 for the input in1 = 2 and .in2 = 5 Let (the learning rate) be 0.5 Show the value of the all weights and the .output after 2 iteration the new weights the output is
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